| User | amirtaraj | 
| Upload Date | November 16 2024 07:49 AM | 
| Views | 9 | 
| AI Information | |
|---|---|
| Framework | Core ML | 
| Backend | CPU | 
| Device | Apple M1 | 
| System Information | |
|---|---|
| Operating System | macOS 15.2 (Build 24C5057p) | 
| Model | MacBook Air (Late 2020) | 
| Model ID | MacBookAir10,1 | 
| Motherboard | MacBookAir10,1 | 
| CPU Information | |
|---|---|
| Name | Apple M1 | 
| Topology | 1 Processor, 8 Cores | 
| Identifier | Apple M1 | 
| Base Frequency | 3.20 GHz | 
| Cluster 1 | 4 Cores | 
| Cluster 2 | 4 Cores | 
| Memory Information | |
|---|---|
| Size | 8.00 GB | 
| Workload | Accuracy | Score | |
|---|---|---|---|
| 
Image Classification (SP)
 | 
100% | 
1407
 261.7 IPS  | 
|
| 
Image Classification (HP)
 | 
100% | 
2189
 407.2 IPS  | 
|
| 
Image Classification (Q)
 | 
96% | 
1557
 290.8 IPS  | 
|
| 
Image Segmentation (SP)
 | 
100% | 
1386
 22.5 IPS  | 
|
| 
Image Segmentation (HP)
 | 
100% | 
2206
 35.8 IPS  | 
|
| 
Image Segmentation (Q)
 | 
99% | 
2598
 42.1 IPS  | 
|
| 
Pose Estimation (SP)
 | 
100% | 
6530
 7.62 IPS  | 
|
| 
Pose Estimation (HP)
 | 
100% | 
13916
 16.2 IPS  | 
|
| 
Pose Estimation (Q)
 | 
95% | 
12043
 14.1 IPS  | 
|
| 
Object Detection (SP)
 | 
100% | 
1517
 120.3 IPS  | 
|
| 
Object Detection (HP)
 | 
97% | 
2421
 192.8 IPS  | 
|
| 
Object Detection (Q)
 | 
94% | 
1791
 142.8 IPS  | 
|
| 
Face Detection (SP)
 | 
100% | 
3033
 36.0 IPS  | 
|
| 
Face Detection (HP)
 | 
100% | 
5476
 65.1 IPS  | 
|
| 
Face Detection (Q)
 | 
100% | 
3200
 38.0 IPS  | 
|
| 
Depth Estimation (SP)
 | 
100% | 
5824
 44.9 IPS  | 
|
| 
Depth Estimation (HP)
 | 
98% | 
11067
 85.5 IPS  | 
|
| 
Depth Estimation (Q)
 | 
85% | 
7284
 56.9 IPS  | 
|
| 
Style Transfer (SP)
 | 
100% | 
16617
 21.4 IPS  | 
|
| 
Style Transfer (HP)
 | 
100% | 
25972
 33.4 IPS  | 
|
| 
Style Transfer (Q)
 | 
96% | 
21790
 28.1 IPS  | 
|
| 
Image Super-Resolution (SP)
 | 
100% | 
3727
 137.6 IPS  | 
|
| 
Image Super-Resolution (HP)
 | 
100% | 
4329
 159.9 IPS  | 
|
| 
Image Super-Resolution (Q)
 | 
99% | 
3347
 123.6 IPS  | 
|
| 
Text Classification (SP)
 | 
100% | 
2259
 3.02 KIPS  | 
|
| 
Text Classification (HP)
 | 
100% | 
3852
 5.14 KIPS  | 
|
| 
Text Classification (Q)
 | 
93% | 
3907
 5.24 KIPS  | 
|
| 
Machine Translation (SP)
 | 
100% | 
2476
 42.7 IPS  | 
|
| 
Machine Translation (HP)
 | 
98% | 
3594
 62.1 IPS  | 
|
| 
Machine Translation (Q)
 | 
98% | 
4278
 73.9 IPS  |